Course Information

Course Name	Turkish	Optimizasyon
	English	Optimization
Course Code	MAT 418E	Credit	Lecture (hour/week)	Recitation (hour/week)	Laboratory (hour/week)
Semester	2	3	3	-	-
Course Language		English
Course Coordinator		Ulviye Ilgaz
Course Objectives		-
Course Description		Unconstrained optimization; conditions for local minima, structure and algorithmic properties of methods (descent methods, conjugate gradient method, Newton and quasi-Newton methods). Constrained optimization; linear programming, the simplex method, duality theory. Nonlinear programming; Lagrange multipliers, Kuhn-Tucker conditions. Nonlinear constrained optimization; quadratic programming, active set methods, multiplier and other penalty functions.
Course Outcomes		-
Pre-requisite(s)		MAT211 MIN DD veya MAT213 MIN DD veya MAT102 MIN DD veya MAT102E MIN DD veya MAT104 MIN DD veya MAT104E MIN DD
Required Facilities		Computer Lab
Other		-
Textbook		Jasbir S. Arora, Introduction to Optimum design, McGraaw-Hill Series in Mechanical Engineering, 1989
Other References		-